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countland  

Analysis of Biological Count Data, Especially from Single-Cell RNA-Seq
View on CRAN: Click here


Download and install countland package within the R console
Install from CRAN:
install.packages("countland")

Install from Github:
library("remotes")
install_github("cran/countland")

Install by package version:
library("remotes")
install_version("countland", "0.1.2")



Attach the package and use:
library("countland")
Maintained by
Church Samuel H.
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-08-17
Latest Update: 2022-08-17
Description:
A set of functions for applying a restricted linear algebra to the analysis of count-based data. See the accompanying preprint manuscript: "Normalizing need not be the norm: count-based math for analyzing single-cell data" Church et al (2022) This tool is specifically designed to analyze count matrices from single cell RNA sequencing assays. The tools implement several count-based approaches for standard steps in single-cell RNA-seq analysis, including scoring genes and cells, comparing cells and clustering, calculating differential gene expression, and several methods for rank reduction. There are many opportunities for further optimization that may prove useful in the analysis of other data. We provide the source code freely available at and encourage users and developers to fork the code for their own purposes.
How to cite:
Church Samuel H. (2022). countland: Analysis of Biological Count Data, Especially from Single-Cell RNA-Seq. R package version 0.1.2, https://cran.r-project.org/web/packages/countland
Previous versions and publish date:
0.1.1 (2022-08-17 08:40)
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